So I removed the 47 pf capacitor. You were right! It was blocking the negative supply. Sorry Mr. Herald Kapp for providing you incorrect information. I got confused as I have both of them.
I got this circuit from this YouTube video
Please watch it. This guy gets confused in pin 6 and pin 7 of 741 opamp please ignore that and watch the rest of the video.